Francisco said that, by default, the toolbox uses cubical searchlights (other shapes can be manually defined). In the image of different one-voxel radius searchlights, this is the one that I labeled "edge, face, or corner": 26 surrounding voxels for a one-voxel radius searchlight. Larger radii are also cubes.